Degeneration of penicillin production in ethanol-limited chemostat cultivation of Penicillium chrysogenum: A systems biology approach
Ontology highlight
ABSTRACT:
ORGANISM(S): Penicillium chrysogenum
SUBMITTER: Jean-Marc Daran
PROVIDER: E-GEOD-24212 | biostudies-arrayexpress |
REPOSITORIES: biostudies-arrayexpress
Similar Datasets
Project description:The multi-component global regulator Velvet complex has been identified as a key regulator of secondary metabolite production in Aspergillus and Penicillium species. Previous work indicated a massive impact of PcvelA and PclaeA deletions, two key components of the Velvet complex, on penicillin production in prolonged batch cultures of P. chrysogenum, as well as substantial changes in transcriptome. The present study investigates the impact of these mutations on product formation and genome-wide transcript profiles under glucose-limited, aerobic conditions, relevant for industrial production of ?-lactams. The gene-deletion cassette for PcvelA or PclaeA was integrated in a hdfA mutant of the penicillin high-producing strain P. chrysogenum DS17690. Predicted amino acid sequences of PcVelA and PcLaeA in this strain were identical to those in its ancestor Wisconsin54-1255. Controls were performed to rule out transformation-associated loss of penicillin-biosynthesis clusters which, in preliminary studies, led to a massive reduction of penicillin production in a PcvelA deletion mutant. The correct PcvelA and PclaeA deletion strains revealed a significant (up to 30 %) reduction of penicillin-G productivity relative to the reference strain, which is a much smaller reduction than previously reported for prolonged batch cultures of P. chrysogenum strains. Chemostat-based transcriptome analysis yielded only 23 genes with a consistent response in the PcvelA? and PclaeA? mutants when grown in the absence of the penicillin-G side-chain precursor phenylacetic acid. 11 of these genes belonged to two small gene clusters (with 5 and 6 genes, respectively), one of which contains a gene with high homology to an aristolochene synthase. These results provide a clear caveat that the impact of the Velvet complex on secondary metabolism in filamentous fungi may be strongly context dependent Previous studies on the impact of the Velvet complex in P. chrysogenum were performed in prolonged batch cultures. Time course analysis revealed that the impact of PcvelA and PclaeA mutations was most pronounced after prolonged incubation {Hoff, 2010 6 /id}, but the physiological status of these cultures was not precisely defined. Industrial production of ?-lactam antibiotics is performed in sugar-limited, aerobic fed-batch cultures {Menezes, 1994 76 /id}. The aim of the present study is to investigate the impact of the Velvet complex on physiology, penicilllin production and transcriptional regulation under industrially relevant conditions. To this end, we studied the impact of PcvelA and PclaeA deletions in aerobic, glucose-limited chemostat cultures of the penicillin high-producing strain P. chrysogenum DS17690.
2011-12-06 | E-GEOD-31633 | biostudies-arrayexpress
Project description:Background: Microbial gene expression is to a large extend determined by environmental growth conditions. Differential gene expression analysis between two conditions has been frequently used to reveal regulatory networks and to assign physiological function to unknown genes. In nature, microorganisms cohabit however these interactions have been rarely studied and reproduced in laboratory set-up. Thus to quantitatively explore the genome-wide responses of microbial interaction, we co-cultivated Penicillium chrysogenum and Bacillus subtilis in chemostat culture. Results: Time course expression analysis of P. chrysogenum to co-cultivation with B. subtilis was carried out to understand the natural responses of P. chrysogenum to prokaryotes. Steady state chemostats of P. chrysogenum in non-B-lactam producing conditions was pulsed with B. subtilis and co-cultivation was followed for 72 hours. The dynamic physiological and transcriptional responses of P. chrysogenum in mixed culture were monitored. B. subtilis outcompeted growth of P. chrysogenum resulting in an increased B. subtilis biomass by more than three fold of its original size and a reduction in P. chrysogenum biomass to half of its original size after 72 h of mixed culture. Genes of the penicillin pathway, synthesis of the side-chain and precursors were overall unresponsive to the presence of B. subtilis. Moreover Penicillium polyketide synthase and nonribosomal peptide synthetase genes either remained silent or down-regulated, whereas genes responsible for protein synthesis, metabolism, energy conservation, respiration and transport were upregulated in the presence of B. subtilis. Among highly responsive genes, two putative B-1,3 endoglucanase (mutanase) genes viz Pc12g07500 and Pc12g13330 were upregulated by more than 15-fold and 8-fold respectively. Measurement of enzyme activity in the supernatant of mixed culture confirmed that the co-cultivation with B. subtilis induced mutanase production in P. chrysogenum. Mutanase activity was not observed in pure cultures of P. chrysogenum and B. subtilis or when P. chrysogenum was co-cultured with B. subtilis supernatant or heat inactivated B. subtilis cells. However, mutanase production was observed in cultures of P. chrysogenum pulsed with filter sterilized supernatants from mixed cultures P. chrysogenum and B. subtilis. Heterologous expression of Pc12g07500 and Pc12g13330 genes in Saccharomyces cerevisiae confirmed that at least Pc12g07500 encoded an B-1,3 endoglucanase. Conclusion: Time course transcriptional profiling of P. chrysogenum revealed several differentially expressed genes during mixed culture, potentially reflecting interactions between the eukaryotic and the prokaryotic systems. M-oM-^AM-!-1,3 endoglucanase produced by P. chrysogenum against B. subtilis signals may have application in improving the efficacy of antibiotics by degrading exopolysacchride biofilms of pathogenic bacteria. The objective of the present study is to investigate the response of P. chrysogenum to co-cultivation with B. subtilis. To trigger an interaction specific behaviour, steady state chemostat of P. chrysogenum Wisconsin 54-1255 was pulsed with B. subtilis. The dynamic, transcriptional and physiological responses of P. chrysogenum in mixed culture were monitored and analyzed. Several differentially expressed genes potentially reflected interactions between the eukaryotic and the prokaryotic systems. To test whether any bacterial signaling molecules are responsible for differential expression of selected fungal genes, P. chrysogenum cultures were inoculated with supernatant of B. subtilis culture, supernatants from mixed culture and with heat-inactivated B. subtilis. The specific transcriptional responses identified using microarray was verified by analysis of fermentation broth and functional characterization by expression of selected genes in S. cerevisiae.
2014-05-12 | E-GEOD-53286 | biostudies-arrayexpress
Project description:In microbial production of non-catabolic products, a loss of production capacity upon long-term cultivation (for example, chemostat), a phenomenon called strain degeneration, is nearly always observed. In this study, a systems biology approach (monitoring changes from gene to produced flux) was used to study degeneration of penicillin production by Penicillium chrysogenum in ethanol-limited chemostat fermentations where the biomass specific penicillin production rate decreased 10-fold within 30 generations. Results showed that the copy number of penicillin gene clusters and expression levels of central metabolism showed little decrease. With respect to penicillin production, major changes were observed: a strong downregulation of the cysteine pathway in agreement with its nearly 10-fold flux reduction. Also, levels of ACVS and IPNS, two penicillin pathway enzymes, and the penicillin transport capacity decreased many fold. This indicates that degeneration is caused by changed regulation of post-translational modifications or an increased protein degradation rate of these proteins. Continued subcultivation of a degenerated culture resulted in partial recovery of the biomass specific penicillin production rate, however, it was still 5-fold lower than the peak biomass specific penicillin production rate.
2011-06-10 | GSE24212 | GEO
Project description:Industrial production of penicillin G by Penicillium chrysogenum requires medium supplementation with the side chain precursor phenylacetate. However, P.chrysogenum grown in presence of phenylalanine as sole nitrogen source formed detectable extracellular amounts of phenylacetate and penicillin G. To get more insights in the metabolism implicated, chemostat-cultivation in presence of 13C9-phenylalanine were carried out. Quantification and modeling of the labeled metabolite pools indicated that phenylalanine was i) incorporated in nascent protein, ii) transaminated to phenylpyruvate and further converted by oxidation or by decarboxylation and iii) oxidized into tyrosine and subsequently assimilated in the homogentisate pathway. Comparative transcriptome analysis of phenylalanine and (NH4)2SO4 grown P.chrysogenum cultures enabled to identify two putative 2-oxo acid decarboxylases Pc13g9300 and Pc18g01490. Both cDNAs were cloned and expressed in the decarboxylase-free Saccharomyces cerevisiae CEN.PK711-7C (pdc1delta, 5delta, 6delta, aro10delta, thi3delta) strain that has lost the ability to grow on glucose as sole carbon source or on phenylalanine as sole nitrogen source. Only Pc13g09300 was able to restore growth on glucose and on phenylalanine, demonstrating that this gene encodes a dual substrate pyruvate, phenylpyruvate decarboxylase. This newly identified thiamine-dependent 2-oxo acid decarboxylase provides clues to explain the formation of phenylacetate via an Ehrlich-like pathway in P.chrysogenum. Penicillium chrysogenum DS17690 was grown in aerobic glucose limited chemostat at 25oC, pH 6.5 and a dilution rate of 0.03h-1 with either amonia or phenylalanine
2011-11-05 | E-GEOD-32097 | biostudies-arrayexpress
Project description:In studies on beta-lactam production by Penicillium chrysogenum, addition and omission of a side-chain precursor is commonly used to generate producing and non-producing scenarios. To dissect effects of penicillin-G production and of its side-chain precursor phenylacetic acid (PAA), a derivative of a penicillin-G high-producing strain without a functional penicillin-biosynthesis gene cluster (pcbAB-pcbC-penDE) was constructed. The copy number of this cluster was first reduced to one via spontaneous recombination. The remaining copy was removed by targeted deletion, thereby completely abolishing beta-lactam biosynthesis. In glucose-limited chemostat cultures of the high-producing and cluster-free strains, PAA addition caused a small reduction of the biomass yield, consistent with PAA acting as a weak-organic-acid uncoupler. A low rate of penicillin-G-independent PAA consumption indicated activity of a PAA-degrading pathway. Microarray-based analysis on chemostat cultures of the high-producing and cluster-free strains, grown in the presence and absence of PAA, showed that: (i) Absence of a penicillin gene cluster resulted in transcriptional upregulation of a gene cluster putatively involved in production of the secondary metabolite aristolochene and its derivatives, (ii) The homogentisate pathway for PAA catabolism is strongly transcriptionally upregulated in PAA-supplemented cultures (iii) Several genes involved in nitrogen and sulfur metabolism were transcriptionally upregulated under penicillin-G producing conditions only, suggesting a drain of amino-acid precursor pools. Furthermore, the number of candidate genes for penicillin transporters was strongly reduced, thus enabling a focusing of functional analysis studies. This study demonstrates the usefulness of combinatorial transcriptome analysis in chemostat cultures to dissect effects of biological and process parameters on transcriptional regulation.
2009-02-10 | GSE12632 | GEO
Project description:Saccharomyces cerevisiae has become a popular host for production of non-native compounds. The metabolic pathways involved generally require a net input of energy. To maximize the ATP yield on sugar in S. cerevisiae, industrial cultivation is typically performed in aerobic, sugar-limited fed-batch reactors which, due to constraints in oxygen transfer and cooling capacities, have to be operated at low specific growth rates. Because intracellular levels of key metabolites and cellular energy status are growth-rate dependent, slow growth can significantly affect biomass-specific productivity. Using an engineered Saccharomyces cerevisiae strain expressing a heterologous pathway for resveratrol production as a model energy-requiring product, the impact of specific growth rate on yeast physiology and productivity was investigated in aerobic, glucose-limited chemostat cultures. Stoichiometric analysis revealed that de novo resveratrol production from glucose requires a net input of 2 moles of ATP per mole of produced resveratrol. The biomass-specific production rate of resveratrol showed a strong positive correlation with the specific growth rate. At low growth rates, a substantial fraction of the carbon source was invested in cellular maintenance-energy requirements (e.g., 27% at 0.03 h-1). This distribution of resources was unaffected by resveratrol production. Formation of the by-products coumaric, phloretic and cinnamic acid had no detectable effect on maintenance energy requirement and yeast physiology in the chemostats. Expression of the heterologous pathway led to marked differences in transcript levels in the resveratrol-producing strain, including increased expression levels of genes involved in pathways for precursor supply (e.g., ARO7 and ARO9 involved in phenylalanine biosynthesis). The observed strong differential expression of many glucose-responsive genes in the resveratrol producer as compared to a congenic reference strain could be explained from higher residual glucose concentrations and higher relative growth rates in cultures of the resveratrol producer. De novo resveratrol production by engineered S. cerevisiae is an energy demanding process. Resveratrol production by an engineered strain exhibited a strong correlation with specific growth rate. Since industrial production in fed-batch reactors typically involves low specific growth rates, this study emphasizes the need for uncoupling growth and product formation via energy-requiring pathways. The goal of the present study is to investigate the impact of specific growth rate on biomass-specific productivity, product yield, by-product formation and host strain physiology of an S. cerevisiae strain that was previously engineered for de novo production of resveratrol from glucose. To this end, (by)product formation, physiology and transcriptome were analysed in steady-state, glucose-limited chemostat cultures grown at different dilution rates.
2015-12-22 | E-GEOD-65942 | biostudies-arrayexpress
Project description:Previously, it has been demonstrated that formate can be utilized by Saccharomyces cerevisiae as additional energy source using cells grown in a glucose-limited chemostat. Here, we investigated utilization of formaldehyde as co-substrate. Since endogenous formaldehyde dehydrogenase activities were insufficient to allow co-feeding of formaldehyde, the Hansenula polymorpha FLD1, encoding formaldehyde dehydrogenase, was introduced in S. cerevisiae. Chemostat cultivations revealed that formaldehyde was co-utilized with glucose, but the yield was lower than predicted. Moreover, formate was secreted by the cells. Upon co-expression of the H. polymorpha gene encoding formate dehydrogenase, FMD, the levels of secreted formate decreased, but the biomass yield was still lower than anticipated. Transcriptome comparisons of cells of the engineered FLD1/FMD-expressing S. cerevisiae strain grown with or without formaldehyde feed, suggested that the cells experienced biotin limitation, possibly due to inactivation of biotin by formaldehyde in the feed. When separate feeds were used for formaldehyde and biotin, the engineered S. cerevisiae strain was able to efficiently utilize formaldehyde as additional energy source. Experiment Overall Design: In industrial biotechnology, the cost of feedstocks (often sugars) are crucial for production of both biomass related products, such as proteins, or for the production of commodity chemicals. In many such processes a large fraction of the sugars is dissimilated to either provide free-energy (in the form of ATP) or to provide electrons (in the form of NADH). Co-consumption of methanol, which can be derived from fossil sources (via natural gas) or from biomass (via syngas) , via the above mentioned route can provide NADH and/or ATP, thereby creating the possibility to utilise the sugars more efficiently. It would therefore be advantageous to co-feed S. cerevisiae with methanol during fermentations since it is a cheap alternative to sugars as energy source. Experiment Overall Design: Efficient dissimilation of the intermediate formaldehyde is a crucial first step for utilisation of methanol by S. cerevisiae. Therefore, his study analyses the effect of co-expression of H. polymorpha FLD1 encoding NAD+-dependent formaldehyde and FMD encoding formate dehydrogenases, on tolerance to formaldehyde and co-consumption of formaldehyde by S. cerevisiae.
2008-10-18 | E-GEOD-8902 | biostudies-arrayexpress
Project description:Degeneration of penicillin production in ethanol-limited chemostat cultivation of Penicillium chrysogenum: A systems biology approach
| PRJNA132945 | ENA
Project description:Cytosolic acetyl-coenzyme A is a precursor for many biotechnologically relevant compounds produced by Saccharomyces cerevisiae. In this yeast, cytosolic acetyl-CoA synthesis and growth strictly depend on expression of either the Acs1 or Acs2 isoenzyme of acetyl-CoA synthetase (ACS). Since hydrolysis of ATP to AMP and pyrophosphate in the ACS reaction constrains maximum yields of acetyl-CoA-derived products, this study explores replacement of ACS by two ATP-independent pathways for acetyl-CoA synthesis. After evaluating expression of different bacterial genes encoding acetylating acetaldehyde dehydrogenase (A-ALD) and pyruvate-formate lyase (PFL), acs1M-NM-^T acs2M-NM-^T S. cerevisiae strains were constructed in which A-ALD or PFL successfully replaced ACS. In A-ALD-dependent strains, aerobic growth rates of up to 0.27 h-1 were observed, while anaerobic growth rates of PFL-dependent S. cerevisiae (0.21 h-1) were stoichiometrically coupled to formate production. In glucose-limited chemostat cultures, intracellular metabolite analysis did not reveal major differences between A-ALD-dependent and reference strains. However, biomass yields on glucose of A-ALD- and PFL-dependent strains were lower than those of the reference strain. Transcriptome analysis suggested that reduced biomass yields were caused by acetaldehyde and formate in A-ALD- and PFL-dependent strains, respectively. Transcript profiles also indicated that a previously proposed role of Acs2 in histone acetylation is probably linked to cytosolic acetyl-CoA levels rather than to direct involvement of Acs2 in histone acetylation. While, for the first time, demonstrating that yeast ACS can be fully replaced by alternative reactions, this study demonstrates that further modifications are needed to achieve optimal in vivo efficiencies of the supply of acetyl-CoA as product precursor. To investigate the impact of introduced changes in native pathway of cytosolic acetyl-CoA formation in S. cerevisiae, a DNA microarray-based transcriptome analysis was performed on aerobic or anaerobic, glucose-limited chemostat cultures.
2013-11-21 | E-GEOD-47983 | biostudies-arrayexpress
Project description:Clostridium thermocellum is a promising CBP candidate organism capable of directly converting lignocellulosic biomass to ethanol. Low yields, productivities and growth inhibition prevent industrial deployment of this organism for commodity fuel production. Symptoms of potential redox imbalance such as incomplete substrate utilization, and fermentation products characteristic of overflow metabolism, have been observed during growth. This perceived redox imbalance may be in part responsible for the mentioned bioproductivity limitations. Toward better understanding the redox metabolism of C. thermocellum, we analyzed gene expression, using microarrays, during addition of two stress chemicals (methyl viologen and hydrogen peroxide) which we observed to change fermentation redox potential. High quality RNA was extracted from C. thermocellum grown on cellobiose in chemostat culture and exposed, separately, to methyl viologen and hydrogen peroxide. Transcriptome profiles were obtained at seven time points during actively growing fermentations, 3 minutes, 15 minutes, 35 minutes, 7 hours, 14 hours, 50 hours, and 60 hours after beginning exposure to each stressor. Exposure treatments were carried out in duplicate and reference/untreated samples were taken before and between treatments, after flushing of stressor chemicals and re-equilibration of growth conditions.
2015-07-29 | E-GEOD-71465 | biostudies-arrayexpress